“More cheese?” The waitress’s voice was warm, and it made Eleanor smile, as she sat with her friends at the bistro. The clinking of cutlery, the murmur of conversation, the aroma of garlic and herbs – it was a perfect evening. They had all been laughing and enjoying themselves. With a content sigh, she grabbed her phone, eager to text her son a lighthearted summary of the evening. She tapped the send button. Instead of going to her son, it went to… her elderly neighbor.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370